Abstract
Honey is frequently associated with adulteration. Conventional assessment of honey quality relies highly on resource-intensive laboratory-based examination of chemicals. This is particularly true in remote areas, where limited resources and logistical challenges make sample transportation to an analytical laboratory difficult. Additionally, certain instruments required for analysis are expensive, require experts to operate, and are often inaccessible to small-scale holders. Hence, this work intends to explore a simple and low-cost method to assess honey purity. The approach uses transmittance spectrum of Light Emitting Diode (LED) to analyze honey. Sugar percentage in honey influences its purity, which is evident from the difference spectral irradiance. CL-500A illuminance spectrophotometer captures the spectrum. The decision tree classifier trains the spectra dataset to determine the purity of honey or its adulteration percentage. The results show that the luminance produced by the blue LED showcases a distinct difference in the transmittance spectrum. The decision tree model successfully classifies adulteration.
Original language | English |
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Title of host publication | Conference Proceedings - 13th IEEE International Conference on Control System, Computing and Engineering |
Editors | Ramli Adnan |
Place of Publication | Piscataway NJ USA |
Publisher | IEEE, Institute of Electrical and Electronics Engineers |
Pages | 184-189 |
Number of pages | 6 |
ISBN (Electronic) | 9798350323184, 9798350323177 |
ISBN (Print) | 9798350323191 |
DOIs | |
Publication status | Published - 2023 |
Event | IEEE International Conference on Control System, Computing and Engineering 2023 - Penang, Malaysia Duration: 25 Aug 2023 → 26 Aug 2023 Conference number: 13th https://ieeexplore.ieee.org/xpl/conhome/10237087/proceeding (Proceedings) https://www.aconf.org/conf_189127.html (Website) |
Conference
Conference | IEEE International Conference on Control System, Computing and Engineering 2023 |
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Abbreviated title | ICCSCE 2023 |
Country/Territory | Malaysia |
City | Penang |
Period | 25/08/23 → 26/08/23 |
Internet address |
Keywords
- honey purity
- light emitting diode
- machine learning
- transmittance spectrum